Claim · model-written summary
Machine learning models outperformed linear models in capturing nonlinear dependencies.
- Taxon
- soybean
Glycine maxe1 - Outcome
- capturing nonlinear dependenciese0
- Direction
- outperformede0
- Comparator
- linear modelse0
Verbatim
e0“The machine learning models provided flexible variable selection and outperformed linear models in capturing nonlinear dependencies”
t0“Interpretable multi-omics machine learning reveals drought-driven shifts in plant-microbe interactions”
e1“198 soybean accessions grown under both control and drought conditions”
Title
Hayato Yoshioka; Pavla Debeljak; Soizic Prado; et al. Environmental Microbiome 2026. doi:10.1186/s40793-026-00883-x